Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9178571 0.7436508 0.4479872
bt 0.9039683 0.7309524 0.3663164
maxnet 0.9075397 0.7452381 NA
gam 0.9031746 0.7452381 0.4184923
glm 0.8551587 0.6341270 0.2834460

Variable Importance

Partial Dependence